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TRACE significantly improves multimodal time series representation by effectively inferring missing data, outperforming traditional methods under severe modality missingness.
Multimodal models no longer have to choose between understanding and generation: R3's "generate-understand-regenerate" framework breaks the optimization dilemma.
